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_aZhang, David, _d1949- _0Local _948572 |
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_aDiscriminative Learning in Biometrics _cby David Zhang, Yong Xu, Wangmeng Zuo |
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_aSingapore _bSpringer _c2016 |
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| 300 | _a1 recurso en línea (XIII, 266 p.) 110 il., 73 il. col. | ||
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_aTexto (visual) _btxt _2rdacontent |
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_aelectrónico _bc _2rdamedia |
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_arecurso electrónico _bcr _2rdacarrier |
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_aonline resource _bcr _2rdacarrier |
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| 505 | 0 | _a1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work. | |
| 520 | _aThis monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition. . | ||
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_aBiometría _0LocalX _2embne _9139105 |
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_aInformática _0LocalX _2embne _9139268 |
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_aXu, Yong. _999266 _0Local |
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_aZuo, Wangmeng _0Local _9100979 |
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_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-981-10-2056-8 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid) |
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